📍 How to go from beginner to pro Web3 Data analyst building on Dune in 30 days 📍
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A few weeks ago, someone DMed me:
==> “Josh, I want to build dashboards like yours… but Dune looks intimidating. Where do I even start?”
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I get it.
When I first opened Dune, I stared at the blank query editor like it was a wall of hieroglyphics.
I didn't even take using Dune seriously till about 8 weeks ago..bcos it seemed really difficult to use.
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For example:
(Trino SQL syntax looked really complicated...and how Dune stores tables, e.g,
erc721_{{chain}}.evt_transfer table for NFT mints,
solana_utils.daily_balances table for token holders for sol token current holders
or
dune.ton_foundation.result_ton_jettons_metadata_latest_values table for validator stake amounts and performance metrics on TON,
etc...).
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Like fr, even before you begin building, you'll be so scared and even have a headache, even if you're an OG analyst in Web2...lol
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📝 But here’s the thing — you don’t need to know everything to start building.
You just need a focused plan.
Here’s the 30-day path I recommend to anyone starting:
💎 Week 1:
Learn basic SQL (SELECT, WHERE, GROUP BY, JOIN)
Pick one blockchain to focus on (Ethereum, Ronin, Solana, etc.)
💎 Week 2:
Explore Dune’s public queries for that chain.
Know how to search for other people's queries/dashboards and learn their thought process, SQL syntaxes/dune tables they used, and how they solved a major business problem with it.
Try editing small parts to see how the output changes.
💎 Week 3:
Build your first mini dashboard answering 1–2 simple questions
(Example: My early retention analysis on Ronin Games –
dune.com/defi__josh/ronin-ga… )
💎 Week 4:
Tackle a bigger question that needs multiple tables and transformations
(Example: My
$KTTY World analysis –
dune.com/defi__josh/ktty-wor… or TVL calculation of Conduit hub bridge contracts -
dune.com/defi__josh/conduit-… )
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By Day 30, you might not be an expert… but you’ll have something to show — and that’s worth more than perfect theory.
Don’t overthink it. Start small, stay consistent, and build as you learn.
You'll be surprised how far you've gone 1-2 months after. 💯
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Your first dashboard won’t be perfect.
Neither was mine. 😉
...but within 8 weeks of using Dune consistently, I've gotten some big wins including being featured on Dune Digest 17 -
x.com/Dune/status/1941542667… , given a shout out on Dune's ALL HANDS, received a wonderful recognition gift from Dune
x.com/defi__josh/status/1950… and many more big Wins 💯.
It all began with me taking the bold step to grind relentlessly...
You, too, can do much more 💯
Just get started and 100% locked in. 🔥
Gm Gm Gm 😉